Table 1 Effects of downsampling on the Number of entities and relations and the average degree
From: Task-driven knowledge graph filtering improves prioritizing drugs for repurposing
Dataset | Observed variable | Original | Modified | %-Change |
|---|---|---|---|---|
Hetionet | Entities (k) | 47 | 19 | \(-60\) |
Triples (M) | 2.2 | 1.5 | \(-32\) | |
Avg. degree | 24 | 39 | \(+65\) | |
DRKG | Entities (k) | 96 | 71 | \(-26\) |
Triples (M) | 5.8 | 5.4 | \(-7\) | |
Avg. degree | 61 | 77 | \(+26\) |